• Proceedings of the Korean Society of Surveying, Geodesy, Photogrammetry, and Cartography Conference
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• 2002.10a
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• pp.249-256
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• 2002

산업의 발달과 개발 등으로 인해 우리국토는 짧은 시간내 많은 변화가 있었다. 그러나 개발지향적인 개발이 누적되면서 수도권 집중과 지역간 불균형의 심화, 국토의 무질서한 개발 및 환경 파괴 등이 첨예한 문제로 대두되고 있다. 이러한 문제를 해결하고 국토의 균형적인 발전을 도모하기 위해서는 보다 체계적이고 종합적인 국토관리를 위한 정확한 공간정보 제공이 필요하다. 따라서 본 연구에서는 체계적이고 주기적으로 수집된 항공사진이나 위성영상, DEM, 등의 영상자료를 사용한 변화탐지기법을 활용하여 국토의 과거 및 현재에 대한 변화를 감지하고 이를 바탕으로 미래를 예측함으로써 국토를 과학적이고 효율적으로 이용할 수 있는 정책자료를 제공하는 반안을 제시하였다.

• The Journal of Korean Association of Computer Education
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• v.9 no.3
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• pp.97-107
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• 2006

The deviant behaviors on cyberspace in Korea are increased recently because of the unbalanced development between the social ethics and the technological improvement on information and communication technology. To overcome this, educations on information and communication ethics are executed in school. However most of the educations is to deliver the knowledge on the disfunction of informationization and rules of netiquette without the analysis of the psychological characteristics on the cyberspace. Therefore, educations on information and communication ethics, in which the changes of social behaviors and value attitude are essential, is ineffective by making the students as passive and enervated users. In this research, we developed a teaching-learning model for cultivating consciousness of information and communication ethics by the establishment of ego identity on cyberspace and then proved the effectiveness by the experiment in school. Students can raise their abilities on active dealing with the given situation and context according to this teaching-learning model.

• Spatial Information Research
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• v.23 no.5
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• pp.65-73
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• 2015

Newtown Business of Seoul had been performed to reduce deterioration of Gangbuk and economic inequality between Gangnam and Gangbuk. According to this, Eunpyeong-gu was set as test-bed for Newtown business and Newtown business had been completed until 2013. This study aims to analyze the influence of social and economical factors which affect land price using GWR (Geographically Weighted Regression) considered spatial effect. As a result of analysis, GWR model demonstrated a better goodness-of-fit than OLS (Ordinary least square) model typically used in most study. Furthermore, AIC value and Moran's I of residual prove that GWR model is more suitable than OLS model. GWR model enable to explain more detailed than global regression model as coefficient and sign show different value locally. In future, this research will be helpful to develop Eunpyeong-gu considering spatial characters and strength effectiveness of development.

• Journal of Digital Convergence
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• v.14 no.8
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• pp.479-485
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• 2016

In 2007, London Thames Gateway delivery plan was started, and it was in progress to solve climate change, population density, housing problems, green space, regional imbalances, and transportation issues from east London and Kent to Essex. The plan was carried out faithfully local autonomy enlargement of local governments. This case is evaluated as a successful case of waterfront regeneration with well balanced on development and conservation. This study concludes as follows by comparing with this case and a new Han River management foundation plan. First, Seoul's new plan needs to change to diffuse thinking on comprehensively understanding. Second, local and central government, which are adjacent to Han River, need management scheme in cooperation. Third, the countermeasures for solving traffic problems in Seoul are required through the provision of transportation method to take advantage of the waterfront.

• Journal of the Korean association of regional geographers
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• v.21 no.4
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• pp.716-727
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• 2015

The location and distribution of daycare centers do not reflect local daycare demand enough although government has increased facilities and financial supports to solve the low birthrate as a social problem. This study tried to examine spatial inequality of daycare center distribution by comparing the number of daycare facilities between city and rural communities in Jeollanam-Do. Analyzing the differences between city (5 Cities) and rural area (17 Guns) in Jeollanam-Do, it has been found that there were large differences in the number of available facilities per 1,000 children between Cities (10.9 facilities) and Guns as rural area (6.2 facilities). The average number of facilities in each City and Gun also showed a large discrepancy as a City has 147.8 facilities and a Gun has 15.4 facilities, respectively. There were total 78 Dong or Myeon with no facility at all as a dead zone of daycare, and 8 of them were Myeons in cities with 560 children, which accounted for 0.7% of total population of children in cities. On the other hand, 70 Myeons in Guns with 5,269 children have no facilities at all, which accounted for 11% of total population of children in Guns. Public facilities that parents prefer were more in cities (87) than Guns (28). Therefore, it is necessary to consider various childcare policies with minimizing discrepancies between city and rural area and investigating more accurate local demands and characteristics.

• Journal of the Korean association of regional geographers
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• v.10 no.2
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• pp.252-266
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• 2004

This study analyzes the influence of the construction of a high-speed railroad on territorial organization in France. After development of a new transportation network, the French territorial organization has been largely modified. Many economic urban areas are modified by their position in the territorial hierarchy according to their condition of connection with the TGV network. At first, spatial convergence is the most important effect of the TGV network construction. Second, the development of a transportation network concentrated in the Paris area has influence as an intensified factor on metropolitan areas and as a weakening factor on middle- and small-sized cities. Thus, this system has risk in increasing territorial imbalance in France. Third, to implant an economic activity zone around new TGV stations, a new town or a new economic center starts to develop. This is going to grow into a second core outside of the old city center so that regional spatial organization is transformed from a mono-polarized(mono-centric) organization to a multi-polarized(polycentric) one. Lastly, the integration of the EU railroad system enhances the concentration of economic activity in European metropolitan areas as each metropolitan area tries to develop more competitive space for its rising position in the global urban hierarchical system.

• Proceedings of the Korea Water Resources Association Conference
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• 2015.05a
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• pp.295-295
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• 2015

강우의 시 공간적 불균형이 심한 우리나라는 수자원 확보 및 관리가 어려움에 따라 신규 수자원 확보와 기존 수자원 관리의 중요성에 대한 인식이 높아지고 있다. 최근 대체수자원으로서 대두되고 있는 지하수는 지표수에 비해 이용지점에서 바로 취수하여 사용이 가능하다는 장점이 있으나, 오염이 진행되면 복구에 상당한 기간과 비용이 소요됨에 따라 철저한 관리가 필요하다. 특히 해안지역 수자원의 경우, 내륙지역에 비해 하천이 발달해 있지 않아 지하수에 대한 높은 의존도에 따른 수량적 문제와 해수와 접해있는 면적이 많음에 따라 지하수와 해수간의 유동으로 인한 수질적 문제로 지하수 관리가 더욱 어렵다. 이에 본 연구는 지하수유동해석프로그램인 Visual MODFLOW의 SEAWAT model을 이용하여 지하수위 변화에 따른 해수침투의 영향을 판단하고자 하였다. 연구지역은 태안지역의 근흥1, 근흥2 관측소의 지하수위 데이터를 사용하였으며, 2008 ~ 2014년 까지 매년 지하수위 변동에 따라 해수침투 영향을 분석하였다. 이와 함께 해수침투 영향 판단 인자인 EC, TDS는 각 관측소 데이터를 통한 환산 및 분석 진행하고, $Cl/HCO_3$ 몰비는 참고문헌을 인용하여 모델링에 의한 해수침투 영향과 관측자료 및 이온분석을 통한 영향을 비교하였다.

• Journal of Cadastre & Land InformatiX
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• v.54 no.1
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• pp.49-61
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• 2024

South Korea faces a declining population and rural areas vanishing due to urbanization. Infrastructure, especially medical facilities, may not be sustainable for a long-term. This may impact vulnerable groups like children, teens, and the elderly, worsened by an aging population and low birth rates. Gangwon-do, notably Chuncheon-si, suffers from rural depopulation and poor healthcare self-sufficiency. In this paper, using 2SFCA(Two-Step Floating Catchment Area), we analyze healthcare access in Chuncheon-si, identifying gaps and vulnerable areas. LISA analysis helps map medical vulnerability, considering patient demand and supply. The Gini coefficient assesses spatial inequality. We propose distributing healthcare services and personnel based on age and region. The aim is to identify locations for additional hospitals catering to the elders, Infants, Children, and Adolescents,considering spatial accessibility.

• Journal of Cadastre & Land InformatiX
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• v.48 no.1
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• pp.169-186
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• 2018

The social influence of the elderly population will accelerate in a rapidly aging society. The purpose of this study is to establish a methodology for extracting vulnerable districts of the welfare of the aged through machine learning(ML), artificial neural network(ANN) and geospatial analysis. In order to establish the direction of analysis, this progressed after an interview with volunteers who over 65-year old people, public officer and the manager of the aged welfare facility. The indicators are the geographic distance capacity, elderly welfare enjoyment, officially assessed land price and mobile communication based on old people activities where 500 m vector areal unit within 15 minutes in Yongin-city, Gyeonggi-do. As a result, the prediction accuracy of 83.2% in the support vector machine(SVM) of ML using the RBF kernel algorithm was obtained in simulation. Furthermore, the correlation result(0.63) was derived from ANN using backpropagation algorithm. A geographically weighted regression(GWR) was also performed to analyze spatial autocorrelation within variables. As a result of this analysis, the coefficient of determination was 70.1%, which showed good explanatory power. Moran's I and Getis-Ord Gi coefficients are analyzed to investigate spatially outlier as well as distribution patterns. This study can be used to solve the welfare imbalance of the aged considering the local conditions of the government recently.

• Proceedings of the Korea Information Processing Society Conference
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• 2006.05a
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• pp.325-328
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• 2006

역전파 학습 방법은 속도가 느리고, 지역 최소점으로 빠져 수렴에 실패하는 경우가 많다고 알려져 있다. 이제까지 알려진 역전파의 대체 방법들은 수렴 속도와 인자에 따른 수렴의 안정성에 대한 불균형을 해소 하는데 치중했다. 기존의 전통적인 역전파에서 발생하는 위와 같은 문제를 해결하기 위하여, 본 논문에서는 적은 용량의 저장 공간만을 요구하며 수렴이 빠르고 상대적으로 안정성이 보장되는 알고리즘을 제안한다. 이 방법은 상위연결(upper connections), 은닉층-출력층(hidden to output), 하위 연결(lower connections), 입력층-은닉층(input to hidden)에 대해 개별적으로 훈련을 시키는 교대 학습 방법을 적용한다.